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Merge pull request #14460 from boegel/20211129180101_new_pr_PyTorch1100
{devel}[foss/2021a] PyTorch v1.10.0 w/ Python 3.9.5 (CPU-only)
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easybuild/easyconfigs/p/PyTorch/PyTorch-1.10.0-foss-2021a.eb
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name = 'PyTorch' | ||
version = '1.10.0' | ||
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homepage = 'https://pytorch.org/' | ||
description = """Tensors and Dynamic neural networks in Python with strong GPU acceleration. | ||
PyTorch is a deep learning framework that puts Python first.""" | ||
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toolchain = {'name': 'foss', 'version': '2021a'} | ||
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sources = [{ | ||
'filename': '%(name)s-%(version)s.tar.gz', | ||
'git_config': { | ||
'url': 'https://github.com/pytorch', | ||
'repo_name': 'pytorch', | ||
'tag': 'v%(version)s', | ||
'recursive': True, | ||
}, | ||
}] | ||
patches = [ | ||
'PyTorch-1.7.0_avoid-nan-in-test-torch.patch', | ||
'PyTorch-1.7.0_disable-dev-shm-test.patch', | ||
'PyTorch-1.7.1_correctly-pass-jit_opt_level.patch', | ||
'PyTorch-1.8.1_increase-distributed-test-timeout.patch', | ||
'PyTorch-1.9.0_limit-world-size-for-zero-redundancy-opt-test.patch', | ||
'PyTorch-1.10.0_fix-test-dataloader-fixed-affinity.patch', | ||
'PyTorch-1.10.0_fix-alias-violation-in-bitwise-ops.patch', | ||
'PyTorch-1.10.0_fix-faulty-asserts-and-skip-test.patch', | ||
'PyTorch-1.10.0_fix-test-cond-cpu.patch', | ||
'PyTorch-1.10.0_fix-vnni-detection.patch', | ||
'PyTorch-1.10.0_increase_zero_optimizer_test_tolerance.patch', | ||
'PyTorch-1.10.0_skip_failing_ops_tests.patch', | ||
'PyTorch-1.10.0_skip_nan_tests_openblas.patch', | ||
] | ||
checksums = [ | ||
None, # can't add proper SHA256 checksum, because source tarball is created locally after recursive 'git clone' | ||
'b899aa94d9e60f11ee75a706563312ccefa9cf432756c470caa8e623991c8f18', # PyTorch-1.7.0_avoid-nan-in-test-torch.patch | ||
'622cb1eaeadc06e13128a862d9946bcc1f1edd3d02b259c56a9aecc4d5406b8a', # PyTorch-1.7.0_disable-dev-shm-test.patch | ||
# PyTorch-1.7.1_correctly-pass-jit_opt_level.patch | ||
'd4d967d47f8a6172fcbf57f0a61835482968850967c4fdb01108b720696a988d', | ||
# PyTorch-1.8.1_increase-distributed-test-timeout.patch | ||
'7a6e512274f0b8673f4f207a5bc53387d88be7e79833f42d20365668b2118071', | ||
# PyTorch-1.9.0_limit-world-size-for-zero-redundancy-opt-test.patch | ||
'ff573660913ce055e24cfd194ce747ba5685091c631cfd443eae2a99d56b57ea', | ||
# PyTorch-1.10.0_fix-test-dataloader-fixed-affinity.patch | ||
'313dca681f45ce3bc7c4557fdcdcbe0b77216d2c708fa30a2ec0e22c44876707', | ||
# PyTorch-1.10.0_fix-alias-violation-in-bitwise-ops.patch | ||
'426c9ead1a74b656748d4c8bf8afd4303d8b9f2394ad22b21a845d07c8ca1d12', | ||
# PyTorch-1.10.0_fix-faulty-asserts-and-skip-test.patch | ||
'67152215e4530a9b1d7349fb20864445fd815288f04ab9e96e45c73b2d87827a', | ||
# PyTorch-1.10.0_fix-test-cond-cpu.patch | ||
'51f83f5d5ef69656ef35b73f17e0671e70113798421be11ea4c7b56ffcc4da03', | ||
# PyTorch-1.10.0_fix-vnni-detection.patch | ||
'1f3664c0febfa2a3fc4c0cd3bae185f289716ac0b6c3d7e8fa1cee19ba62b7cc', | ||
# PyTorch-1.10.0_increase_zero_optimizer_test_tolerance.patch | ||
'e65afb01786f7f030ccb5faada1eb474bb0c418bcadcf1baaa71a4fa2f3f4240', | ||
# PyTorch-1.10.0_skip_failing_ops_tests.patch | ||
'399af94ffcef4a6db5226552c46f11e9b0f0f371b2d7924b9e5764d2281581ab', | ||
# PyTorch-1.10.0_skip_nan_tests_openblas.patch | ||
'7d3f83e3056d9e47a460790313238f28708beb596cafaa7ae55e374d368bbedf', | ||
] | ||
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osdependencies = [OS_PKG_IBVERBS_DEV] | ||
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builddependencies = [ | ||
('CMake', '3.20.1'), | ||
('hypothesis', '6.13.1'), | ||
] | ||
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dependencies = [ | ||
('Ninja', '1.10.2'), # Required for JIT compilation of C++ extensions | ||
('Python', '3.9.5'), | ||
('protobuf', '3.17.3'), | ||
('protobuf-python', '3.17.3'), | ||
('pybind11', '2.6.2'), | ||
('SciPy-bundle', '2021.05'), | ||
('typing-extensions', '3.10.0.0'), | ||
('PyYAML', '5.4.1'), | ||
('MPFR', '4.1.0'), | ||
('GMP', '6.2.1'), | ||
('numactl', '2.0.14'), | ||
('FFmpeg', '4.3.2'), | ||
('Pillow', '8.2.0'), | ||
('expecttest', '0.1.3'), | ||
] | ||
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# default CUDA compute capabilities to use (override via --cuda-compute-capabilities) | ||
cuda_compute_capabilities = ['3.5', '3.7', '5.2', '6.0', '6.1', '7.0', '7.2', '7.5', '8.0', '8.6'] | ||
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custom_opts = ["USE_CUPTI_SO=1"] | ||
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excluded_tests = { | ||
'': [ | ||
# Bad tests: https://github.com/pytorch/pytorch/issues/60260 | ||
'distributed/elastic/utils/distributed_test', | ||
'distributed/elastic/multiprocessing/api_test', | ||
# These tests fail on A10s at the very least, they time out forever no matter how long the timeout is. | ||
# Possibly related to NCCL 2.8.3: https://docs.nvidia.com/deeplearning/nccl/release-notes/rel_2-8-3.html | ||
# 'distributed/test_distributed_fork', | ||
'distributed/test_distributed_spawn', | ||
# Fails on A10s: https://github.com/pytorch/pytorch/issues/63079 | ||
'test_optim', | ||
# Test from this suite timeout often. The process group backend is deprecated anyway | ||
# 'distributed/rpc/test_process_group_agent', | ||
] | ||
} | ||
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runtest = 'cd test && PYTHONUNBUFFERED=1 %(python)s run_test.py --continue-through-error --verbose %(excluded_tests)s' | ||
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sanity_check_commands = ["python -c 'import caffe2.python'"] | ||
tests = ['PyTorch-check-cpp-extension.py'] | ||
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moduleclass = 'devel' |